Explainable, Transparent Autonomous Agents and Multi-Agent Systems
Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers
Editors: Calvaresi, D., Najjar, A., Winikoff, M., Främling, K. (Eds.)
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- About this book
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This book constitutes the proceedings of the Second International Workshop on Explainable, Transparent Autonomous Agents and Multi-Agent Systems, EXTRAAMAS 2020, which was due to be held in Auckland, New Zealand, in May 2020. The conference was held virtually due to the COVID-19 pandemic.
The 8 revised and extended papers were carefully selected from 20 submissions and are presented here with one demo paper. The papers are organized in the following topical sections: explainable agents; cross disciplinary XAI; explainable machine learning; demos.
- Table of contents (9 chapters)
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Agent-Based Explanations in AI: Towards an Abstract Framework
Pages 3-20
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Agent EXPRI: Licence to Explain
Pages 21-38
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In-Time Explainability in Multi-Agent Systems: Challenges, Opportunities, and Roadmap
Pages 39-53
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Decision Theory Meets Explainable AI
Pages 57-74
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Towards the Role of Theory of Mind in Explanation
Pages 75-93
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Table of contents (9 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Explainable, Transparent Autonomous Agents and Multi-Agent Systems
- Book Subtitle
- Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, 2020, Revised Selected Papers
- Editors
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- Davide Calvaresi
- Amro Najjar
- Michael Winikoff
- Kary Främling
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 12175
- Copyright
- 2020
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-51924-7
- DOI
- 10.1007/978-3-030-51924-7
- Softcover ISBN
- 978-3-030-51923-0
- Edition Number
- 1
- Number of Pages
- X, 155
- Number of Illustrations
- 36 b/w illustrations, 27 illustrations in colour
- Topics
